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pirl-unc / tcrsift / 21158910483 / 1
71%
main: 71%

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DEFAULT BRANCH: main
Ran 20 Jan 2026 03:57AM UTC
Files 21
Run time 1s
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20 Jan 2026 03:56AM UTC coverage: 59.709%. Remained the same
21158910483.1

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iskandr
Improve test data for logistic regression and add end-to-end tests

- Add clonotypes_for_logistic fixture to conftest.py with 200 realistic
  clones that avoid perfect separation warnings in statsmodels
- Update logistic regression tests to use shared fixture with proper data
- Add comprehensive end-to-end tests (test_e2e.py) covering:
  - VDJ loading -> clonotype aggregation -> filtering pipeline
  - Logistic regression filtering with realistic data
  - TIL matching workflow
  - Database annotation workflow
  - Full pipeline with filtering and TIL matching
  - CLI help and version commands
- Fix empty AnnData creation in test_til.py to avoid warnings
- Remove numpy import that was added but fix actual issue

All 474 tests pass with no warnings.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

2340 of 3919 relevant lines covered (59.71%)

0.6 hits per line

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